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Updated: Jan 9, 2026

Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections
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Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections

Published on: September 19, 2025

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时间序列预测肺病诊断和治疗优化时间序列预测

Jiaqi Ge1, Mengpei Liu2, Pengfei Du1

  • 1Department of Critical Care Medicine, The Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu, China.

Frontiers in medicine
|December 11, 2025
PubMed
概括

这项研究介绍了PulmoNet和APIL,这是用于肺部疾病诊断的AI框架. 它通过使用解剖学数据和自适应学习策略来提高预测准确性和可解释性.

关键词:
解剖学上受约束的深度学习临床解释性 临床解释性多尺度特征表示多尺度特征表示病理学知情的人工智能肺部疾病的预测

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